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Red-Teaming a Kids' AI Tutor: How a One-Word Variant Slipped Past Our Prompt-Injection Filter

This story is from 2026-10-15. It is preserved in the archive; the latest stories are on the live feed.

Adversarial testing of the input/output guardrails in Learna Tutor, a TK–8 AI tutoring app. October 2026. Why this matters Learna Tutor lets children ages ~4–13 chat directly with an AI tutor. That makes safety load-bearing in a way it isn't for adult tools: the users are kids, the failure modes in…

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  1. 2026-10-15 23:09 · DEV Community — AI
    Red-Teaming a Kids' AI Tutor: How a One-Word Variant Slipped Past Our Prompt-Injection Filter

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